Confluent

JULY 10, 2019

As discussed in part 2, I created a GitHub repository with Docker Compose functionality for starting a Kafka and Confluent Platform environment, as well as the code samples mentioned below. We used Groovy instead of Java to write our UDFs, so we’ve applied the groovy plugin. gradlew composeUp. Note: When executing./gradlew

Kafka 87

Kafka Java Bytes SQL 87

Confluent

APRIL 10, 2019

Enterprises run modern data systems and services across multiple cloud providers, private clouds and on-prem multi-datacenter deployments. I recommend you familiarize yourself with that blog post and the accompanying white paper before proceeding, because this blog post builds on those core concepts.

Kafka 86

Kafka Metadata Java Cloud 86

Confluent

MARCH 26, 2019

Apache-Kafka ® -based applications stand out for their ability to decouple producers and consumers using an event log as an intermediate layer. This article describes how to instrument Kafka-based applications with distributed tracing capabilities in order to make dataflows between event-based components more visible.

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Kafka Transportation Metadata Consulting 111

ProjectPro

JUNE 18, 2021

Why do data scientists prefer Python over Java? Java vs Python for Data Science- Which is better? Which has a better future: Python or Java in 2021? This blog aims to answer all questions on how Java vs Python compare for data science and which should be the programming language of your choice for doing data science in 2021.

Java 52

Java Data Science Python Programming Language 52

Data Engineering Weekly

FEBRUARY 4, 2024

[link] [link] Grab: Rethinking Stream Processing - Data Exploration Grab writes an excellent blog about data exploration on stream processing. The solution centered around Notebook opens a Flink Session for the Kafka stream and continues the exploration. If you have a data quality problem, success like this can seem out of reach.

Data Engineering 62

Data Engineering Data Engineer Engineering PostgreSQL 62

LinkedIn Engineering

JANUARY 16, 2024

We've been on a journey to strengthen our platform against abuse by continuously improving our account restriction systems. In a previous blog post, we talked about how we built our anti-abuse platform using CASAL. This powerful system is our first line of defense against bad actors and adversarial attacks.

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Kafka Relational Database Java Architecture 84

Cloudera

JULY 18, 2022

In part 1 of this blog we discussed how Cloudera DataFlow for the Public Cloud (CDF-PC), the universal data distribution service powered by Apache NiFi, can make it easy to acquire data from wherever it originates and move it efficiently to make it available to other applications in a streaming fashion. Use case recap.

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Process Kafka Scala SQL 86

Knowledge Hut

JANUARY 18, 2024

Get to know more about measures of dispersion through our blogs. The Hadoop Distributed File System ( HDFS ) is the distributed file system that stores the data. Spark is most notably easy to use, and it’s easy to write applications in Java, Scala, Python, and R. Check here for more information about types of Big Data.

Data Process 52

Data Process Process Hadoop Scala 52

Lyft Engineering

NOVEMBER 29, 2023

Introduction At Lyft, we have used systems like Apache ClickHouse and Apache Druid for near real-time and sub-second analytics. Sub-second query systems allow for near real-time data explorations and low latency, high throughput queries, which are particularly well-suited for handling time-series data.

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Kafka Data Ingestion Datasets Architecture 104

Snowflake

APRIL 19, 2023

Welcome to the third blog post in our series highlighting Snowflake’s data ingestion capabilities, covering the latest on Snowpipe Streaming (currently in public preview) and how streaming ingestion can accelerate data engineering on Snowflake. What is Snowpipe Streaming?

Data Ingestion 57

Data Ingestion Kafka Java Data Pipeline 57

Jesse Anderson

DECEMBER 12, 2022

Google looked over the expanse of the growing internet and realized they’d need scalable systems. With an immutable file system like HDFS, we needed scalable databases to read and write data randomly. We lacked a scalable pub/sub system. Apache Kafka came in 2011 and gave the industry a much better way to move real-time data.

Data Engineering 130

Data Engineering Data Engineer Engineering Hadoop 130

Rockset

MARCH 18, 2024

While it's well-known that Flink excels at filtering, joining and enriching streaming data from Apache Kafka® or Confluent Cloud , what is less known is that it is increasingly becoming ingrained in the end-to-end stack for AI-powered applications. We setup a Kafka producer to publish events to a Kafka cluster. What is RAG?

Cloud 64

Cloud Building Metadata Kafka 64

Knowledge Hut

JANUARY 16, 2024

In this comprehensive blog, we delve into the foundational aspects and intricacies of the machine learning landscape. Machine learning drives advancements in image and speech recognition, Natural Language Processing (NLP), recommendation systems, and applications like fraud detection.

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Machine Learning Engineering Programming Language Algorithm 98

ProjectPro

JUNE 29, 2021

Your search for Apache Kafka interview questions ends right here! Let us now dive directly into the Apache Kafka interview questions and answers and help you get started with your Big Data interview preparation! How to study for Kafka interview? What is Kafka used for? What are main APIs of Kafka?

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Kafka Bytes Big Data Java 40

Christophe Blefari

JANUARY 20, 2024

Still, we can have a common ground when mixing software engineering, DevOps principles, Cloud — or on-prem — systems understanding and data literacy. Main technologies around stream are bus messages like Kafka and processing framework like Flink or Spark on top of the bus. workflows (Airflow, Prefect, Dagster, etc.)

Data Engineering 130

Data Engineering Data Engineer Engineering Hadoop 130

Confluent

FEBRUARY 6, 2019

The blog posts How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka and Using Apache Kafka to Drive Cutting-Edge Machine Learning describe the benefits of leveraging the Apache Kafka ® ecosystem as a central, scalable and mission-critical nervous system.

Machine Learning 107

Machine Learning Python Kafka Java 107

Knowledge Hut

DECEMBER 26, 2023

This job requires a handful of skills, starting from a strong foundation of SQL and programming languages like Python , Java , etc. They are required to have deep knowledge of distributed systems and computer science. They achieve this through a programming language such as Java or C++.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

Rockset

FEBRUARY 24, 2023

Kafka or Kinesis ? This blog series will help demystify streaming data, and more specifically, provide engineering leaders a guide for incorporating streaming data into their analytics pipelines. It’s a continuous and unbounded stream of information that is generated at a high frequency and delivered to a system or application.

Kafka 52

Kafka AWS Amazon Web Services Programming Language 52

Knowledge Hut

APRIL 25, 2024

In this blog post, we will discuss such technologies. If you pursue the MSc big data technologies course, you will be able to specialize in topics such as Big Data Analytics, Business Analytics, Machine Learning, Hadoop and Spark technologies, Cloud Systems etc. Spark is a fast and general-purpose cluster computing system.

Big Data 98

Big Data Technology NoSQL Hadoop 98

Cloudera

JUNE 28, 2022

In a previous blog of this series, Turning Streams Into Data Products , we talked about the increased need for reducing the latency between data generation/ingestion and producing analytical results and insights from this data. This blog will be published in two parts. This is what we call the first-mile problem. The use case.

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Process Kafka SQL Machine Learning 81

Confluent

MAY 28, 2019

Part 1 of this blog series by Gwen Shapira explained the benefits of schemas, contracts between services, and compatibility checking for schema evolution. Actually, we recommend that you consider another alternative to self-managing Schema Registry, and the next blog post in this series reveals what that alternative is! Bad designs.

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Management Kafka Java Certification 83

Knowledge Hut

DECEMBER 27, 2023

Many video game developers use C++ to design complex gaming systems with high-quality computer graphics. It is important for software developers to learn how to search for information, create new lines of data in table format and update the system with new materials. You can also sell some websites developed and designed by you.

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Medical Programming Language Amazon Web Services Entertainment 98

Confluent

JUNE 18, 2019

It also requires both systems to always be available, so no maintenance windows are possible. Distributed transactions are very hard to implement successfully, which is why we’ll introduce a log-inspired system such as Apache Kafka ®. Building an indexing pipeline at scale with Kafka Connect.

Architecture 96

Architecture Building Kafka Database-centric 96

Knowledge Hut

DECEMBER 21, 2023

Data engineering involves a lot of technical skills like Python, Java, and SQL (Structured Query Language). To boost database performance, data engineers also update old systems with newer or improved versions of current technology. Understanding of Big Data technologies such as Hadoop, Spark, and Kafka.

Data Engineering 52

Data Engineering Data Engineer Engineering MongoDB 52

Confluent

MAY 29, 2019

In part 1 , we discussed an event streaming architecture that we implemented for a customer using Apache Kafka ® , KSQL from Confluent, and Kafka Streams. In part 3, we’ll explore using Gradle to build and deploy KSQL user-defined functions (UDFs) and Kafka Streams microservices. Sample repository. gradlew composeUp.

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Kafka Management Bytes SQL 95

ProjectPro

FEBRUARY 21, 2023

This blog explores the pathway to becoming a successful Databricks Certified Apache Spark Developer and presents an overview of everything you need to know about the role of a Spark developer. Apache Spark developers should have a good understanding of distributed systems and big data technologies.

Scala 52

Scala Programming Language Java Hadoop 52

Zalando Engineering

MAY 7, 2018

Real-time joins in event-driven microservices As discussed in my previous blog post , Kafka is one of the key components of our event-driven microservice architecture in Zalando’s Smart Product Platform. This is where Kafka API comes in handy! We use it for sequencing events and building an aggregated view of data hierarchies.

Kafka 40

Kafka Scala Java Media 40

Zalando Engineering

NOVEMBER 29, 2017

See Ranking Websites in Real-time with Apache Kafka’s Streams API for the first post in the series. Running Kafka Streams applications in AWS At Zalando, Europe’s leading online fashion platform, we use Apache Kafka for a wide variety of use cases. Our team at Zalando was an early adopter of the Kafka Streams API.

Kafka 40

Kafka AWS Amazon Web Services Utilities 40

Cloudera

APRIL 20, 2021

Yet, the information will always delay if they leverage an analytics system built for the past. The developers must understand lower-level languages like Java and Scala and be familiar with the streaming APIs. A messaging system that will guarantee delivery and track the consumption of messages by various consumers.

Hospitality 92

Hospitality Kafka Retail Data Ingestion 92

Big Data Tools

JUNE 8, 2022

If you haven’t found your perfect metadata management system just yet, maybe it’s time to try DataHub! Pulsar Manager 0.3.0 – Lots of enterprise systems lack a nice management interface. This means that the Impala authors had to go above and beyond to integrate it with different Java/Python-oriented systems.

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

Big Data Tools

JUNE 8, 2022

If you haven’t found your perfect metadata management system just yet, maybe it’s time to try DataHub! Pulsar Manager 0.3.0 – Lots of enterprise systems lack a nice management interface. This means that the Impala authors had to go above and beyond to integrate it with different Java/Python-oriented systems.

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

Pinterest Engineering

NOVEMBER 28, 2023

Pinterest metrics system Goku-Ingestor has been running and evolving for close to a decade. Reliability Issues In the initial months of 2023, certain problems arose as a result of Goku-Ingestor’s performance, leading to some instances where data loss occurred within the metrics system for a brief duration of time.

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Kafka Bytes Architecture Utilities 81

Snowflake

AUGUST 16, 2023

Read our Summit recap blog for highlights across industries or watch Summit sessions now on-demand. The new Kafka connector, built with Snowpipe Streaming , now supports schema detection and evolution. Learn more about ML-Powered Functions in our blog or in Snowflake documentation. If you missed out, not to worry!

Scala 52

Scala Transportation Kafka Data Lake 52

Confluent

APRIL 17, 2019

In particular, the management and monitoring capabilities that we added to Confluent Control Center have evolved it into an indispensable tool for anyone working with Apache Kafka ®. Part 2: Managing Kafka Configurations at Scale with Confluent Control Center. Other articles in this series.

Kafka 40

Kafka Management Java Building 40

Lyft Engineering

JUNE 28, 2023

In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. However, streaming data was not supported as a first-class citizen across many of the platform’s systems — such as training, complex monitoring, and others.

Machine Learning 115

Machine Learning Building Metadata Kafka 115

ProjectPro

JULY 26, 2016

Hiring managers agree that “Java is one of the most in-demand and essential skill for Hadoop jobs. But how do you get one of those hot java hadoop jobs ? You have to ace those pesky java hadoop job interviews artfully. To demonstrate your java and hadoop skills at an interview, preparation is vital.

Java 40

Java Hadoop Bytes Programming 40

Picnic Engineering

SEPTEMBER 8, 2022

We use the RabbitMQ Source connector for Apache Kafka Connect. Now we are going to take a deeper look into each sub-part of our system. One may wonder why don’t we replace RabbitMQ with Apache Kafka everywhere? Apache Kafka is indeed the right place to directly write messages targeting DWH.

Kafka 52

Kafka Metadata AWS Java 52